Tuning Open Source Projects

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

This repository contains demos I made with the Transformers library by HuggingFace.

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

AWS Lambda Power Tuning is an open-source tool that can help you visualize and fine-tune the memory/power configuration of Lambda functions. It runs in your own AWS account - powered by AWS Step Functions - and it supports three optimization strategies: cost, speed, and balanced.

:control_knobs: Compact GUI for fine-tuning parameters and monitoring value changes

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

A fast PostgreSQL Log Analyzer

Graph drawing library for JavaScript

Jupyter notebooks from the scikit-learn video series

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Pgtune - tuning PostgreSQL config by your hardware

Simple script to analyse your PostgreSQL database configuration, and give tuning advice

NGINX tuning for best performance

Restoration of defocused and blurred photos/images

Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining

Portable file system cache diagnostics and control

A Julia machine learning framework

Automated Machine Learning on Kubernetes

Machine Learning in R

Unity Performance Tuning knowledge book

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

Open-source implementation of Google Vizier for hyper parameters tuning

Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples

Code for the paper Fine-Tuning Language Models from Human Preferences

Beep is a JavaScript toolkit for building browser-based synthesizers.

Dr. Elephant is a job and flow-level performance monitoring and tuning tool for Apache Hadoop and Apache Spark

The automatic DBMS configuration tool

Tuning Profile Delivery Mechanism for Linux

2019-SOTA简繁中文拼写检查工具：FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)

Klipper streamlined input shaper workflow and calibration tools

Strategies for Pre-training Graph Neural Networks

Lizzie - Leela Zero Interface

This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423

ModelArts-Lab是示例代码库。更多AI开发学习交流信息，请访问华为云AI开发者社区：huaweicloud.ai

Spark RAPIDS plugin - accelerate Apache Spark with GPUs

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Fine-tune CNN in Keras

GopherCon 2018 Performance Tuning Workshop

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Code for using and evaluating SpanBERT.

A simple and easy to use PID controller in Python

Github repo with tutorials to fine tune transformers for diff NLP tasks

Papers for database systems powered by artificial intelligence (machine learning for database)

A suite of utilities simplilfying linux networking stack performance troubleshooting and tuning.

Tanel Poder's Performance & Troubleshooting Tools for Oracle Databases

[ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723

cmix is a lossless data compression program aimed at optimizing compression ratio at the cost of high CPU/memory usage.

An LLM Based Diagnosis System (https://arxiv.org/pdf/2312.01454.pdf)

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Pytorch Implementation of Google BERT

Tuning hyperparams fast with Hyperband

Stabilizer: Rigorous Performance Evaluation

Qubole Sparklens tool for performance tuning Apache Spark

MySQL Tuning-Primer.sh, updated and improved

Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.

🔥 A curated list of awesome links related to MySQL / MariaDB / Percona performance tuning

Flashing tools for VW AG control units over UDS. Compression, encryption, RSA bypass, and checksums are supported for Simos18.1/6/10, DQ250-MQB, DQ381-MQB, and Haldex4Motion-Gen5-MQB.